A Multi-Scale Tensor Network Architecture for Classification and Regression

Justin Reyes, Miles Stoudenmire

We present an algorithm for supervised learning using tensor networks, employing a step of preprocessing the data by coarse-graining through a sequence of wavelet transformations.…